Computing · First-hand sources

One a day.
Know it first.

We read the new papers, code, models and official releases as they appear, and each day send you the one technology breakthrough that matters: a cover, the key number, a few short paragraphs, every claim linked to its source. Nothing to sort, nothing to scroll.

Set up my daily issue

7 days free · then $99 a year
Students $49

For iPhone. Your first 7 days are free; cancel any time.

  • 01TimelyStraight from the source, sent the moment it’s ready. Breaking alerts only when it can’t wait.
  • 02Nothing to sortWe go through hundreds of new items a day. You get one.

The app, with a sample issue Sample

01Timely · Source to you

Straight from the source. Nothing in between.

We read the sources themselves: arXiv, proceedings, release pages and researchers’ own posts. Every issue shows when its source went up and when it reached you.

38min

A breaking alert: the weights and paper went up at 13:29. At 14:07 it was on members’ lock screens. Sample

38 mina breaking alert, source to you
1+/dayat least one issue a day, sent as soon as it’s picked, no fixed hour
Everyissue links to its original source

Time from source = when it reached you minus when the source went up. The times and spans above are illustrative. Sample data

02Nothing to sort

Hundreds of new things a day. You get one.

Every day we go through new papers, code repositories, model cards, official releases and authors’ own posts. Events, rehashes, tutorials and hype are dropped. What’s left is ranked by how much the advance matters and whether it’s catching on, the strongest few are compared side by side, and one is kept. No feed to scroll, nothing for you to pick through.

  • Papers
  • Code
  • Model cards
  • Official releases
  • Authors’ own posts

Numbers from a typical day of our pipeline; they vary from day to day. Typical day

03Every day, one issue

Not a feed.
One issue a day.

Every issue gets a cover we design ourselves, with the one number that matters set large. You get it at a glance.

These are samples: every issue except Jev is fictional, and the issue numbers and dates are illustrative. Sample

04Anatomy of an issue

One cover. One number.
A few short paragraphs. Every source.

01Cover

A cover, not a wall of text

Jev returns calibrated judgments, not text

02Key figure

One number, and who said it

20–200×faster than frontier LLMsFounder’s claim · not yet independently tested
03Lock screen

The line on your lock screen says it all

Jev returns calibrated judgments, not textnow
TypeSafe AI’s new model gives structured judgments with calibrated probabilities.
04The piece

A few short paragraphs, read straight through

TypeSafe AI released Jev, a model that skips text generation and returns structured judgments, each with a calibrated probability.

Most production LLM calls are really decisions, so a model built only for decisions could make them cheaper and easier to audit. To try it, run it on your own classification or triage data and check the calibration, not just the accuracy.

05Sources

First-hand sources only, every one linked

Jev announcementTypeSafe AI · official release↗
Founder’s thread on JevX · founder’s post↗
05Technology only

What we cross out matters as much as what we send.

  • Funding rounds
  • Lawsuits
  • Breaches
  • Hires & exits
  • Stock picks

However big the story, if it’s an event, it isn’t sent. What’s left: new methods, new models, new tools, new results.

Read the full editorial principles →

06Membership

One membership. Everything in it.

$99/ year

About 27¢ a day. Students $49 a year with a school email.
7 days free first. We remind you two days before billing.

  • At least one issue every day, the same for everyone, sent the moment it’s ready
  • Quiet hours you set: nothing buzzes at night, it’s there when you wake
  • Breaking alerts, only when it can’t wait
  • Picked from hundreds of first-hand items a day, so there’s nothing for you to sort
  • Every past issue, each with its sources
  • The iPhone app, signed in with just your email
  • English and 中文
Start on the web or in the app. Sign in with the same email and your membership comes with you. Web checkout is handled by Paddle.
07Questions

You might be wondering

What counts as a breakthrough?

A new method, model, tool or result you could read, run or build on. Company announcements don’t count.

When can I start?

Now. Start your free week on the web, or install the app from the App Store. Your 7 free days start the day you sign up.

When will it reach me?

The moment it’s ready, with no fixed hour: at least one issue every day, now and then a breaking alert too. If it lands during your quiet hours (23:00–07:00 by default, or switched off), it waits silently and nudges you when they end. Open the app any time and it’s there.

How is “time from source” measured?

Every issue records when its source went up and when it reached you, and shows both. Issues go out as soon as they’re picked, so the gap is mostly the time it takes us to read, pick and write; if it lands in your quiet hours, the wait until they end is added.

How is the one issue picked?

Each day we read new papers, code, model cards and official releases, drop events, rehashes and tutorials, rank the rest by how much the advance matters and whether it’s catching on, compare the strongest few, and keep one. AI helps with the sorting and drafting, and every claim links to its source so you can check it yourself.

Why only computing?

Computing moves fastest and its sources are the most open: papers, code and models are public, so we can go straight to them. Other fields may follow.

Can I pay in the iPhone app?

Yes, once it opens, through Apple. The student price is web-only, with checkout handled by Paddle.

How do I cancel?

Any time. Cancel during the free week and you pay nothing.

Is this investment advice?

No. We cover technology and never name stocks.

More questions, or write to us →

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Every day, the one that matters.

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7 days free · then $99 a year

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then $99 a year
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